1 We use a grid- and simulation-based approach to extend point pattern analysis to deal with plants of finite size and irregular shape, and compare the results of our approach with that of the ...

Instead of estimating the density or intensity of points across an area, we could instead try and model where points will be using some statistical model combined with some spatial covariates. \[ \log ...

For a spatial point pattern observed in a bounded window, we propose using discrepancies, which are measures of uniformity in the quasi-Monte Carlo method, to test the complete spatial randomness ...

Adaptive kernel density estimation where we allow the bandwidth to vary across the region. Relative risk estimation, where we use a ratio of density estimates to estimate risk of disease across a ...